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    Chapter and Conference Paper

    Neighborhood Preserving Projections (NPP): A Novel Linear Dimension Reduction Method

    Dimension reduction is a crucial step for pattern recognition and information retrieval tasks to overcome the curse of dimensionality. In this paper a novel unsupervised linear dimension reduction method, Neighbo...

    Yanwei Pang, Lei Zhang, Zhengkai Liu, Nenghai Yu in Advances in Intelligent Computing (2005)

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    Chapter and Conference Paper

    Weighted Deformable Part Model for Robust Human Detection

    Due to human pose articulation, variation in human shapes and appearances, especially occlusion between human and objects, one challenging problem in human detection is detect partially or completely occluded ...

    Tianshuo Li, Yanwei Pang, **g Pan, Changshu Liu in Intelligent Computing Theory (2014)

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    Chapter and Conference Paper

    Frequency Domain Directional Filtering Based Rain Streaks Removal from a Single Color Image

    Bad weather conditions, such as rain or snow, degrade outdoor vision system performance. Rain removal from a single image has been investigated extensively. However, existing built rain streak models are great...

    Changbo Liu, Yanwei Pang, Jian Wang, Ai** Yang, **g Pan in Intelligent Computing Theory (2014)

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    Article

    Incrementally Detecting Moving Objects in Video with Sparsity and Connectivity

    Moving object detection is crucial for cognitive vision-based robot tasks. However, due to noise, dynamic background, variations in illumination, and high frame rate, it is a challenging task to robustly and e...

    **g Pan, **aoli Li, Xuelong Li, Yanwei Pang in Cognitive Computation (2016)

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    Article

    Learning Tone Map** Function for Dehazing

    Xuhang Lian, Yanwei Pang, Yuqing He, Xuelong Li, Ai** Yang in Cognitive Computation (2017)